LukasHedegaard

pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

continual-inference

A Python library for Continual Inference Networks in PyTorch

co3d

Official source code for "Continual 3D Convolutional Neural Networks for Real-time Processing of Videos" [ECCV2022]

continual-transformers

Official Pytorch Implementation for "Continual Transformers: Redundancy-Free Attention for Online Inference" [ICLR 2023]

ride

Training wheels, side rails, and helicopter parent for your Deep Learning projects in PyTorch

continual-skeletons

Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"

dage

Official TensorFlow implementation for "Supervised Domain Adaptation: A Graph Embedding Perspective and a Rectified Experimental Protocol" [TIP 2021] and "Supervised Domain Adaptation using Graph Embedding" [ICPR 2020]

structured-pruning-adapters

Structured Pruning Adapters in PyTorch

datasetops

Fluent dataset operations, compatible with your favorite libraries

CoOadTR

Ablation study for "OadTR: Online Action Detection with Transformers".

continual-transformers-tf

TensorFlow implementation of Continual Transformer building blocks

ptflops

Flops counter for convolutional networks in pytorch framework

co-rider

Tiny configuration library tailored for the Ride ecosystem

supers

Call a function in all superclasses using `supers(self).foo(42)`

block-spa-experiments

Block Sparse movement pruning

channel-spa-experiments

Experiments for channel-based Structured Pruning Adapters

cloth-segmentation

This repo contains code and a pre-trained model for clothes segmentation.

continual_inference_sphinx_theme

dotfiles

jetson_power

Energy consumption estimation utilities for Jetson-based platforms

LukasHedegaard

GitHub profile

mmaction2

OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark

n-queens

nn_pruning

Prune a model while finetuning or training.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

SlowFast

PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.

sudoku-solver

Sudoku solver using a home-cooked evolutionary algorithm 👨‍🍳

TopFormer

TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation, CVPR2022

Torch-Pruning

[CVPR-2023] Towards Any Structural Pruning; LLMs / Diffusion / YOLOv8 / CNNs / Transformers

TRN.pytorch

Fork with added FLOPs for the paper: "Temporal Recurrent Networks for Online Action Detection"